The government on Monday appointed Madhabi Puri Buch as the new Sebi chairman with an initial term of three years, making her the first woman to lead a financial regulatory body in the country. Buch, a former executive of ICICI Bank, was a member of Sebi for nearly five years but was not given an extension when her term ended last October.